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Occupation · 2026 assessment

Metro systems Inspector

The Metro systems Inspector role combines repeatable operations with decisions that require professional context. The index measures task exposure to AI, software automation and robotics—not the probability that the occupation disappears.

Low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

33%2026
38%2028
44%2030
52%2035

Which tasks are exposed

Risk applies to individual tasks—not to a person or an entire occupation.

TaskRisk
Route building and time estimation44%
Preparing trip documentation48%
Monitoring telemetry and vehicle condition35%
Operating on a standard route49%
Responding to emergency or unusual conditions26%
Accountability for passengers, cargo and safety12%

Task map

AI replaces ↔ AI augments

Each task is positioned by AI capability and the degree of human involvement still required.

  1. 1Route building and time estimationAI 44% · human 66%
  2. 2Preparing trip documentationAI 48% · human 68%
  3. 3Monitoring telemetry and vehicle conditionAI 35% · human 68%
  4. 4Operating on a standard routeAI 49% · human 70%
  5. 5Responding to emergency or unusual conditionsAI 26% · human 81%
  6. 6Accountability for passengers, cargo and safetyAI 12% · human 85%

Why technology can change this work

  • routing and dispatch are already algorithmically optimized
  • driver-assistance systems take more control functions
  • autonomous transport is advancing in predictable environments

What protects the occupation

  • responsibility for passenger and cargo safety
  • response to unusual road conditions
  • a large share of value comes from human judgement, trust or personal accountability
  • work in mixed human-machine-infrastructure environments

United States · before tax

Average pay and outlook

Estimated nominal monthly pay. The scenario reflects sector, demand and task resilience; it is not a guarantee of income.

2026$4 900per month
2035$6 600scenario estimate
2026: $4 90020262027: $5 05020272028: $5 25020282029: $5 40020292030: $5 60020302031: $5 80020312032: $6 00020322033: $6 20020332034: $6 40020342035: $6 6002035
Find jobs ↗The partner link may contain referral parameters. Data benchmark: U.S. Bureau of Labor Statistics ↗

Practical next step

Where to move next

Do not restart from zero: carry your experience forward and add scarce skills.

Electrician

Established resilient role
New role risk12%
DemandHighDifficultyMediumTime6–12 monthsSkill fit70%

Autonomous Rail Supervisor

Emerging role
New role risk13%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

Autonomous Ship Operations Specialist

Emerging role
New role risk14%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

Robotics Maintenance Planner

Emerging role
New role risk15%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Robot Fleet Manager

Emerging role
New role risk12%
DemandHighDifficultyMediumTime6–12 monthsSkill fit62%

Last-Mile Drone Coordinator

Emerging role
New role risk25%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Job search and transitions

Find work with a lower risk index

Compare adjacent paths and open a current search for the selected occupation.

Autonomous Ship Operations Specialist

Skill fit 85% · risk 14%

Search jobs ↗

Skills you already have

  • traffic-situation assessment
  • safe operation
  • route and regulation knowledge
  • fault response

Skills to build

  • autonomous-system supervision
  • vehicle telemetry
  • remote vehicle assistance
  • robotic-vehicle diagnostics
CurrentMetro systems Inspector · 33%
→
Keeptraffic-situation assessment · safe operation · route and regulation knowledge
→
Addautonomous-system supervision · vehicle telemetry · remote vehicle assistance

Sources and update

Updated: 2026-09-25 · Assessment confidence: Medium

International Labour Organization · 2025Generative AI and Jobs: A Refined Global Index of Occupational Exposure

Nearly 30,000 tasks; a global assessment of GenAI exposure across detailed occupational groups.

World Economic Forum · 2025The Future of Jobs Report 2025

A survey of more than 1,000 employers representing over 14 million workers across 55 economies.

O*NET Resource Center · 2026O*NET Database

Occupational, task, skill and work-context structure.